--- title: "paperless-ai vs DeepSeek-V3" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/clusterzx-paperless-ai-vs-deepseek-ai-deepseek-v3" tools: ["clusterzx-paperless-ai", "deepseek-ai-deepseek-v3"] --- # paperless-ai vs DeepSeek-V3 *GraphCanon updated Jul 15, 2026* ## Verdict Pick paperless-ai when paperless-ai is primarily JavaScript; DeepSeek-V3 is Python; pick DeepSeek-V3 when deepSeek-V3 is primarily Python; paperless-ai is JavaScript. [paperless-ai](https://clusterzx.github.io/paperless-ai/) reports 5.8k GitHub stars, 318 forks, and 56 open issues, last pushed Jul 5, 2026. [DeepSeek-V3](https://github.com/deepseek-ai/DeepSeek-V3) has 104k stars, 17k forks, and 248 open issues, last pushed Aug 28, 2025. Figures are from public GitHub metadata via [paperless-ai's repository](https://github.com/clusterzx/paperless-ai) and [DeepSeek-V3's repository](https://github.com/deepseek-ai/DeepSeek-V3). | | [paperless-ai](/tools/clusterzx-paperless-ai.md) | [DeepSeek-V3](/tools/deepseek-ai-deepseek-v3.md) | | --- | --- | --- | | Tagline | An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents. | Repository lacking description with unspecified content related to AI development. | | Stars | 5,819 | 103,904 | | Forks | 318 | 16,730 | | Open issues | 56 | 248 | | Language | JavaScript | Python | | Adopt for | - | DeepSeek-V3 is a Python-based AI development tool, with documentation focused solely on licensing terms for both its codebase and models. It's unclear from the available information what specific features or capabilities | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Inference & Serving | Developer Tools, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [paperless-ai](/tools/clusterzx-paperless-ai.md) | [DeepSeek-V3](/tools/deepseek-ai-deepseek-v3.md) | | --- | --- | --- | | Maintenance | Active (82%) | Slowing (36%) | | Days since push | 10d | 318d | | Open issues (now) | 56 | 248 | | Owner type | User | Organization | | Full report | [trust report](/tools/clusterzx-paperless-ai/trust.md) | [trust report](/tools/deepseek-ai-deepseek-v3/trust.md) | ## Decision facts: DeepSeek-V3 - **Adopt for:** DeepSeek-V3 is a Python-based AI development tool, with documentation focused solely on licensing terms for both its codebase and models. It's unclear from the available information what specific features or capabilities ## Choose when ### Choose paperless-ai if… - paperless-ai is primarily JavaScript; DeepSeek-V3 is Python. - Tags unique to paperless-ai: ai, automation, gemma, llama. - More recently updated (last pushed Jul 5, 2026). ### Choose DeepSeek-V3 if… - DeepSeek-V3 is primarily Python; paperless-ai is JavaScript. - Tags unique to DeepSeek-V3: commercial use, mit license, python. - Also covers Developer Tools. - - When you need an AI model that allows for commercial usage as DeepSeek-V3 explicitly supports this based on licensing provided. ## When NOT to use paperless-ai - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use DeepSeek-V3 - - If detailed documentation and clear feature descriptions are crucial as the repository lacks descriptive content. - - When you require open-source model details or functionalities other than those related solely to licensing terms. ## Common questions ### What is the difference between paperless-ai and DeepSeek-V3? paperless-ai: An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents.. DeepSeek-V3: Repository lacking description with unspecified content related to AI development.. See the comparison table for live GitHub stats and shared categories. ### When should I choose paperless-ai over DeepSeek-V3? Choose paperless-ai over DeepSeek-V3 when paperless-ai is primarily JavaScript; DeepSeek-V3 is Python; Tags unique to paperless-ai: ai, automation, gemma, llama; More recently updated (last pushed Jul 5, 2026). ### When should I choose DeepSeek-V3 over paperless-ai? Choose DeepSeek-V3 over paperless-ai when DeepSeek-V3 is primarily Python; paperless-ai is JavaScript; Tags unique to DeepSeek-V3: commercial use, mit license, python; Also covers Developer Tools; - When you need an AI model that allows for commercial usage as DeepSeek-V3 explicitly supports this based on licensing provided. ### When should I avoid paperless-ai? Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid DeepSeek-V3? - If detailed documentation and clear feature descriptions are crucial as the repository lacks descriptive content. - When you require open-source model details or functionalities other than those related solely to licensing terms. ### Is paperless-ai or DeepSeek-V3 more popular on GitHub? DeepSeek-V3 has more GitHub stars (103,904 vs 5,819). Stars measure visibility, not whether either tool fits your constraints. ### Are paperless-ai and DeepSeek-V3 open source? Yes - both are open-source projects on GitHub (paperless-ai: MIT, DeepSeek-V3: MIT). ### Where can I find alternatives to paperless-ai or DeepSeek-V3? GraphCanon lists graph-backed alternatives at [paperless-ai alternatives](/tools/clusterzx-paperless-ai/alternatives) and [DeepSeek-V3 alternatives](/tools/deepseek-ai-deepseek-v3/alternatives) ([paperless-ai markdown twin](/tools/clusterzx-paperless-ai/alternatives.md), [DeepSeek-V3 markdown twin](/tools/deepseek-ai-deepseek-v3/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/clusterzx-paperless-ai-vs-deepseek-ai-deepseek-v3.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, paperless-ai or DeepSeek-V3? paperless-ai: Active. DeepSeek-V3: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for paperless-ai and DeepSeek-V3? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [paperless-ai trust report](/tools/clusterzx-paperless-ai/trust); [DeepSeek-V3 trust report](/tools/deepseek-ai-deepseek-v3/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=clusterzx-paperless-ai`](/api/graphcanon/graph?tool=clusterzx-paperless-ai) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_